Sinossi
Most professional programmers that I’ve encountered are not well prepared to tackle algorithm design problems. This is a pity, because the techniques of algorithm design form one of the core practical technologies of computer science. Designing correct, efficient, and implementable algorithms for real-world problems requires access to two distinct bodies of knowledge: • Techniques – Good algorithm designers understand several fundamental algorithm design techniques, including data structures, dynamic programming, depth first search, backtracking, and heuristics. Perhaps the single most important design technique is modeling, the art of abstracting a messy real-world application into a clean problem suitable for algorithmic attack. • Resources – Good algorithm designers stand on the shoulders of giants. Rather than laboring from scratch to produce a new algorithm for every task, they can figure out what is known about a particular problem. Rather than re-implementing popular algorithms from scratch, they seek existing implementations to serve as a starting point. They are familiar with many classic algorithmic problems, which provide sufficient source material to model most any application. This book is intended as a manual on algorithm design, providing access to combinatorial algorithm technology for both students and computer professionals.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Recensione
"...the book is an algorithm implementation treasure trove, and putting all of these implementations in one place was no small feat. The list of implementations, an extensive bibliography, and the CD-ROM make the book an invaluable resource for everyone interested in the subject." --ACM Computing Reviews
Contenuti
Part I: Techniques 1) Introduction to Algorithms; 2) Data Structures and Sorting; 3) Breaking Problems Down; 4) Graph Algorithms; 5) Combinatorial Search and Heuristic Methods; 6) Intractable Problems and Approximations; 7) How to Design Algorithms Part II: Resources 8) A Catalog of Algorithmic Problems; 9) Algorithmic Resources
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
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The Algorithm Design Manual
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The Algorithm Design Manual
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The Algorithm Design Manual: With 72 Figures
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